Evidence map›Paper›PMID 42525291›Full record

ArticleJournal of molecular evolution2026

Functional Equivalence and Conserved Sexual Dimorphism in the Gut Microbiome: A Cross-Species Meta-analysis.

Jorge Luis Gutiérrez-Ávila, Gabriel Alfonso Gutiérrez-Rebolledo, Rodolfo Gamaliel Avila-Bonilla, María Elena Sánchez Pardo

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In one paragraph

Article in Journal of molecular evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jorge Luis Gutiérrez-ÁvilaInstituto Politécnico Nacional, Escuela Nacional de Ciencias Biológicas-Campus Zacatenco, Unidad Profesional Adolfo López Mateos, Zacatenco, Av. Wilfrido Massieu 399, Colonia Nueva Industrial Vallejo, C.P., Alcaldía Gustavo A. Madero, Mexico City, 07738, Mexico.ORCID http://orcid.org/0000-0003-1630-954X
Gabriel Alfonso Gutiérrez-RebolledoInstituto Politécnico Nacional, Escuela Nacional de Ciencias Biológicas-Campus Zacatenco, Unidad Profesional Adolfo López Mateos, Zacatenco, Av. Wilfrido Massieu 399, Colonia Nueva Industrial Vallejo, C.P., Alcaldía Gustavo A. Madero, Mexico City, 07738, Mexico.ORCID http://orcid.org/0000-0002-2189-7908
Rodolfo Gamaliel Avila-BonillaDepartamento de Genética y Biología Molecular, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Av. IPN 2508, Mexico City, Mexico. rodolfo.avilab@cinvestav.mx.ORCID http://orcid.org/0000-0002-0582-0046
María Elena Sánchez PardoInstituto Politécnico Nacional, Escuela Nacional de Ciencias Biológicas-Campus Zacatenco, Unidad Profesional Adolfo López Mateos, Zacatenco, Av. Wilfrido Massieu 399, Colonia Nueva Industrial Vallejo, C.P., Alcaldía Gustavo A. Madero, Mexico City, 07738, Mexico. masanchezpa@ipn.mx.ORCID http://orcid.org/0000-0003-2724-4171

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The murine model is a standard system in translational microbiome research, yet its functional equivalence to the human microbiome remains debated. To evaluate its translational validity, we conducted a comparative whole-genome shotgun (WGS) metagenomic meta-analysis, integrating an initial retrieval of 520 datasets from 5 independent cohorts (BioProjects) across Homo sapiens (n = 202), Mus musculus (n = 75), and Drosophila melanogaster (n = 243) samples. Taxonomic and functional profiles were evaluated using strict bioinformatic quality control and batch-effect mitigation. Taxonomic profiling revealed pronounced divergence driven by host-specific ecological constraints and filtering. However, metabolic reconstruction demonstrated substantial functional equivalence, supporting the functional redundancy hypothesis for core mammalian metabolic circuits. We also noted a methodological vulnerability in our dataset: a low-depth murine sample clustered with invertebrate profiles, suggesting that technical noise or insufficient depth might artificially compress mammalian functional diversity. Comparative analysis identified sex-biased metabolic pathways conserved across mammalian hosts. Specifically, we observed a consistent enrichment of steroid metabolism in females and mineralocorticoid regulation in males. These findings indicate that functional conservation between humans and mice is modular rather than global. Consequently, the translational value of the murine model lies in domain-specific functional equivalence rather than taxonomic imitation. Moreover, the conservation of sex-specific metabolic signatures suggests that biological sex is a fundamental organising principle of microbiome function. This study highlights the necessity of mapping conserved metabolic modules and rigorously controlling inter-study variance to effectively deploy murine models in biomedical research.

Indexed as

Ecological filteringFunctional equivalenceGut microbiomeMetagenomicsSexual dimorphism

Identifiers

PMID42525291

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.